An Algorithm to Retrieve Range Ocean Current Speed under Tropical Cyclone Conditions from Sentinel-1 Synthetic Aperture Radar Measurements Based on XGBoost

An Algorithm to Retrieve Range Ocean Current Speed under Tropical Cyclone Conditions from Sentinel-1 Synthetic Aperture Radar Measurements Based on XGBoost

In this study, a novel algorithm to retrieve the current speed along the range direction under extreme sea states is developed from C-band synthetic aperture radar imagery. To this aim, a Sentinel-1 (S-1) dual-polarized synthetic aperture radar (SAR) dataset consisting of 2300 images is collected du...

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Bibliographic Details
Main Authors: Yuhang Zhou, Weizeng Shao, Ferdinando Nunziata, Weili Wang, Cheng Li
Format: Article
Language:English
Published: MDPI AG 2024-09-01
Series:Remote Sensing
Subjects:
range current speed
tropical cyclone
Sentinel-1
Online Access:https://www.mdpi.com/2072-4292/16/17/3271

Internet

https://www.mdpi.com/2072-4292/16/17/3271

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